Modeling, simulation, and parameter inference of complex, stochastic biomechanical systems
2025
Dissertation
177 Seiten
Limits of Approximation of Quantum Markov Semigroups in Infinite-Dimensional Systems
2025
Dissertation
308 Seiten
Deep generative modeling of transcriptional dynamics and data-view agnostic inference of cellular state changes with single-cell omics data
2025
Dissertation
82 Seiten
Median-of-Means for Sparse Models: Fast Sparsifying Transforms and Recovery from Heavy-Tailed Measurements
2025
Dissertation
116 Seiten
Fast Constrained Clustering of Big Data: Theory and Application to Grain Mapping
2024
Dissertation
233 Seiten
Identifiability and Statistical Inference in Latent Variable Modeling
2024
Dissertation
196 Seiten
Low-collisionality extension of fluid models for plasma edge simulations
2024
Dissertation
120 Seiten